{"id":"W4366772773","doi":"10.3390/metabo13040579","title":"Urinary 1H NMR Metabolomic Analysis of Prenatal Maternal Stress Due to a Natural Disaster Reveals Metabolic Risk Factors for Non-Communicable Diseases: The QF2011 Queensland Flood Study","year":2023,"lang":"en","type":"article","venue":"Metabolites","topic":"Birth, Development, and Health","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Douglas Mental Health University Institute; Jewish General Hospital; University of Lethbridge","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research","keywords":"Offspring; Medicine; Urinary system; Pregnancy; Physiology; Obesity; Distress; Metabolic syndrome; Metabolomics; Environmental health; Internal medicine; Bioinformatics; Biology; Clinical psychology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000242493,0.0002962112,0.0001955975,0.0003177168,0.0004563829,0.0003356286,0.0001587639,0.0003083831,0.001022057],"category_scores_gemma":[0.0004676195,0.0002406264,0.0002090698,0.0003508121,0.0002603971,0.0001365466,0.0004610562,0.0003596298,0.000102153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004518687,"about_ca_system_score_gemma":0.0004022718,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01569174,"about_ca_topic_score_gemma":0.02173141,"domain_scores_codex":[0.9999014,0.00002393071,0.000003904272,0.00002382326,0.00001795301,0.00002883167],"domain_scores_gemma":[0.9997999,0.00001754515,0.00008896738,0.00002113827,0.0000232298,0.00004926556],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009571601,0.0001956343,0.9428031,0.00007315982,0.0001762845,0.0006141009,0.00126971,0.0001832794,0.0437117,0.00008265353,0.0006095242,0.009323754],"study_design_scores_gemma":[0.000005204961,0.0001390513,0.9987239,0.000003104801,0.00001507335,0.0001265707,0.0001670099,0.00004306491,0.0005057025,0.00002031263,0.0002474122,0.000003532435],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989007,0.0001414322,0.0001578018,0.00005935014,0.000003817811,0.00001049174,0.0005376585,0.000002643184,0.0001862291],"genre_scores_gemma":[0.9983602,0.0002125973,0.0002454664,0.00004607,0.000006411243,0.00001997794,0.0004337447,0.000003090795,0.0006724075],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01569174,"threshold_uncertainty_score":0.03120077,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02064005467155114,"score_gpt":0.306113005762729,"score_spread":0.2854729510911779,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}